IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
fe4d334
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "device_map": null, | |
| "torch_dtype": null, | |
| "eval_mode": true, | |
| "to_bettertransformer": false, | |
| "low_cpu_mem_usage": null, | |
| "attn_implementation": null, | |
| "cache_implementation": null, | |
| "autocast_enabled": false, | |
| "autocast_dtype": null, | |
| "torch_compile": false, | |
| "torch_compile_target": "forward", | |
| "torch_compile_config": {}, | |
| "quantization_scheme": null, | |
| "quantization_config": {}, | |
| "deepspeed_inference": false, | |
| "deepspeed_inference_config": {}, | |
| "peft_type": null, | |
| "peft_config": {} | |
| }, | |
| "scenario": { | |
| "name": "inference", | |
| "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", | |
| "iterations": 1, | |
| "duration": 1, | |
| "warmup_runs": 1, | |
| "input_shapes": { | |
| "batch_size": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "memory": true, | |
| "latency": true, | |
| "energy": false, | |
| "forward_kwargs": {}, | |
| "generate_kwargs": { | |
| "max_new_tokens": 2, | |
| "min_new_tokens": 2 | |
| }, | |
| "call_kwargs": { | |
| "num_inference_steps": 2 | |
| } | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": true, | |
| "device_isolation_action": "error", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7643 48-Core Processor", | |
| "cpu_count": 96, | |
| "cpu_ram_mb": 1082028.982272, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "0aac0108c378c328492774ddb431ea89a3c2b507", | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 902.057984, | |
| "max_global_vram": 1011.728384, | |
| "max_process_vram": 42462.208, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 6.5946552734375, | |
| "mean": 6.5946552734375, | |
| "stdev": 0.0, | |
| "p50": 6.5946552734375, | |
| "p90": 6.5946552734375, | |
| "p95": 6.5946552734375, | |
| "p99": 6.5946552734375, | |
| "values": [ | |
| 6.5946552734375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1056.182272, | |
| "max_global_vram": 1106.116608, | |
| "max_process_vram": 265791.2832, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 66, | |
| "total": 0.5192939043045042, | |
| "mean": 0.007868089459159157, | |
| "stdev": 0.001150082741614681, | |
| "p50": 0.007664036989212036, | |
| "p90": 0.008047316074371338, | |
| "p95": 0.008291713476181031, | |
| "p99": 0.011501576280593824, | |
| "values": [ | |
| 0.008571791648864745, | |
| 0.008576432228088378, | |
| 0.008321713447570801, | |
| 0.008058675765991211, | |
| 0.007967955112457275, | |
| 0.007930195808410645, | |
| 0.008160593986511231, | |
| 0.01693398666381836, | |
| 0.00820171356201172, | |
| 0.007948115825653076, | |
| 0.008006195068359374, | |
| 0.007999314785003661, | |
| 0.007948596000671387, | |
| 0.007771317005157471, | |
| 0.0076153168678283695, | |
| 0.00759323787689209, | |
| 0.007622518062591553, | |
| 0.007702036857604981, | |
| 0.007630198001861572, | |
| 0.007622357845306397, | |
| 0.007675157070159912, | |
| 0.007731156826019287, | |
| 0.0076036381721496585, | |
| 0.007634518146514893, | |
| 0.007663476943969727, | |
| 0.007665236949920654, | |
| 0.007663637161254883, | |
| 0.007646677017211914, | |
| 0.007710997104644775, | |
| 0.007654996871948242, | |
| 0.007677076816558838, | |
| 0.007696917057037353, | |
| 0.007663317203521728, | |
| 0.00765291690826416, | |
| 0.007760117053985596, | |
| 0.007808597087860108, | |
| 0.007661557197570801, | |
| 0.007687956809997559, | |
| 0.007672597885131836, | |
| 0.007663796901702881, | |
| 0.0076605968475341795, | |
| 0.007662356853485108, | |
| 0.0076889171600341795, | |
| 0.007655478000640869, | |
| 0.007677556991577149, | |
| 0.007745876789093018, | |
| 0.008035956382751465, | |
| 0.007863636016845704, | |
| 0.007858995914459228, | |
| 0.007664277076721192, | |
| 0.007666196823120117, | |
| 0.007612117767333984, | |
| 0.007479959011077881, | |
| 0.00748619794845581, | |
| 0.007464437961578369, | |
| 0.007477238178253174, | |
| 0.007456278800964356, | |
| 0.0075681180953979495, | |
| 0.0074527587890625, | |
| 0.0075001177787780765, | |
| 0.0074665179252624515, | |
| 0.007486038208007813, | |
| 0.007467798233032227, | |
| 0.007456119060516357, | |
| 0.007499958038330078, | |
| 0.00746379804611206 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 254.1913142169249 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1056.39936, | |
| "max_global_vram": 1107.501056, | |
| "max_process_vram": 251994.083328, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 66, | |
| "total": 0.479214605331421, | |
| "mean": 0.007260827353506377, | |
| "stdev": 0.0005566286356572722, | |
| "p50": 0.007237080097198486, | |
| "p90": 0.007601557016372681, | |
| "p95": 0.007776436567306519, | |
| "p99": 0.00909542946815489, | |
| "values": [ | |
| 0.008028915405273437, | |
| 0.007941555976867676, | |
| 0.007634037971496582, | |
| 0.007600596904754639, | |
| 0.007518359184265137, | |
| 0.007516118049621582, | |
| 0.007657877922058106, | |
| 0.007815956115722656, | |
| 0.007576437950134277, | |
| 0.007602517127990723, | |
| 0.007564757823944092, | |
| 0.011076098442077636, | |
| 0.007106200218200683, | |
| 0.007107800006866455, | |
| 0.007219960212707519, | |
| 0.007201879024505615, | |
| 0.00709276008605957, | |
| 0.007061881065368652, | |
| 0.007083000183105469, | |
| 0.007089399814605713, | |
| 0.007089080810546875, | |
| 0.007115800857543945, | |
| 0.007080120086669922, | |
| 0.00729275894165039, | |
| 0.00738779878616333, | |
| 0.007298038959503174, | |
| 0.00727131986618042, | |
| 0.007270518779754639, | |
| 0.007294518947601318, | |
| 0.007244120121002198, | |
| 0.007211160182952881, | |
| 0.007288279056549073, | |
| 0.00728619909286499, | |
| 0.007366518974304199, | |
| 0.007251958847045898, | |
| 0.007263158798217774, | |
| 0.007349878787994385, | |
| 0.007262040138244629, | |
| 0.007245559215545655, | |
| 0.007237880229949951, | |
| 0.0072823591232299804, | |
| 0.007235159873962402, | |
| 0.007393239021301269, | |
| 0.007277719020843506, | |
| 0.007295478820800781, | |
| 0.007236279964447021, | |
| 0.0075271577835083, | |
| 0.007132761001586914, | |
| 0.007087480068206787, | |
| 0.00696268081665039, | |
| 0.006952762126922607, | |
| 0.007047640800476074, | |
| 0.00681996202468872, | |
| 0.0067929220199584965, | |
| 0.006771162033081055, | |
| 0.006766522884368896, | |
| 0.006858841896057129, | |
| 0.00677196216583252, | |
| 0.006797882080078125, | |
| 0.006775641918182373, | |
| 0.006866201877593994, | |
| 0.00678284215927124, | |
| 0.006786841869354248, | |
| 0.006784121990203857, | |
| 0.006805881977081298, | |
| 0.006800281047821045 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 137.72535157678456 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 66, | |
| "total": 0.44885029792785647, | |
| "mean": 0.006800762089816006, | |
| "stdev": 0.0005114592674017534, | |
| "p50": 0.00674772310256958, | |
| "p90": 0.007044520139694214, | |
| "p95": 0.007204600214958191, | |
| "p99": 0.008515561103820783, | |
| "values": [ | |
| 0.007437398910522461, | |
| 0.007376598834991455, | |
| 0.007103321075439453, | |
| 0.0070454001426696776, | |
| 0.006984120845794678, | |
| 0.006953240871429444, | |
| 0.007098200798034668, | |
| 0.007238359928131104, | |
| 0.007034360885620117, | |
| 0.00704364013671875, | |
| 0.007016120910644531, | |
| 0.01051786231994629, | |
| 0.006669403076171875, | |
| 0.006685882091522217, | |
| 0.006779003143310547, | |
| 0.0067716422080993655, | |
| 0.00666668176651001, | |
| 0.006631803035736084, | |
| 0.00665004301071167, | |
| 0.0066540417671203615, | |
| 0.006671642780303955, | |
| 0.006676123142242431, | |
| 0.006642043113708496, | |
| 0.006772602081298828, | |
| 0.006867002010345459, | |
| 0.006779801845550537, | |
| 0.0067418828010559085, | |
| 0.00675180196762085, | |
| 0.006773081779479981, | |
| 0.006747003078460693, | |
| 0.006735002040863037, | |
| 0.006783641815185547, | |
| 0.006775961875915527, | |
| 0.006851481914520264, | |
| 0.00675228214263916, | |
| 0.0067489218711853025, | |
| 0.006809241771697998, | |
| 0.006763802051544189, | |
| 0.006726521968841553, | |
| 0.006748443126678467, | |
| 0.006756762027740479, | |
| 0.006735483169555664, | |
| 0.006875641822814941, | |
| 0.006785881996154785, | |
| 0.0067322831153869625, | |
| 0.006754362106323243, | |
| 0.006985880851745605, | |
| 0.006762523174285889, | |
| 0.0067348418235778805, | |
| 0.006589882850646973, | |
| 0.006593883991241455, | |
| 0.006705082893371582, | |
| 0.0064726037979125975, | |
| 0.0064511637687683105, | |
| 0.006431004047393799, | |
| 0.006428605079650879, | |
| 0.006509724140167236, | |
| 0.006433244228363037, | |
| 0.006456443786621094, | |
| 0.006435644149780273, | |
| 0.006525084018707276, | |
| 0.0064390039443969725, | |
| 0.006437724113464356, | |
| 0.006443324089050293, | |
| 0.006452124118804931, | |
| 0.006446683883666992 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 147.04234419514222 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |